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Training our own AI models - PostHog From 270GB RAM to 5GB: Moving local flag evaluation from Django to Rust The best analytics stack for vibe-coded apps The do's and don'ts of minimum viable product marketing - PostHog The best MCP servers for startups, by workflow 4,063 errors closed without a human opening PostHog – here's what we learned - PostHog PostHog Code and the self-driving product - PostHog Why attacking your competitors online is dumb - PostHog The best real-time analytics platforms for developers, compared DuckDB vs ClickHouse: Why we use both at PostHog - PostHog PostHog's next chapter - PostHog Making Claude Cowork actually useful - PostHog PostHog vs Matomo in-depth tool comparison You're doing lifecycle emails wrong Untangling Tokio and Rayon in production: From 2s latency spikes to 94ms flat The best HIPAA-compliant A/B testing tools - PostHog A beginner's guide to testing AI agents - PostHog I hate the standup bot (so I built an agent to do it for me) - PostHog The best CDPs for developers, compared The best error tracking tools for developers, compared The best feature flag software for developers, compared 7 best session replay tools for mobile apps 7 best free open source business intelligence tools right now 7 best free and open source LLM observability tools PostHog vs LogRocket in-depth tool comparison The most popular PostHog alternatives, compared Open source (and self-hosted) session replay tools - PostHog The 9 best GA4 alternatives for apps and websites - PostHog PostHog vs Google Analytics 4 in-depth tool comparison How we built automatic clustering for LLM traces - PostHog The 7 best HIPAA-compliant analytics tools 8 best open source analytics tools you can self-host - PostHog The best product analytics tools for startups, compared PostHog vs FullStory in-depth tool comparison The best in-app survey tools for product teams, compared The 7 best mobile app analytics tools PostHog vs Hotjar in-depth tool comparison The 8 best free and open-source feature flag services - PostHog The 5 best free and open-source A/B testing tools - PostHog The best mobile app A/B testing tools, compared What is a feature flag? 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A non-coders thoughts on ‘Everybody Codes’ - Part Two - PostHog
2022-05-27 · via PostHog's RSS Feed

One of PostHog’s values is that everybody codes. That doesn’t mean everyone needs to be a developer, but we do encourage everyone to practice the basics of shipping, no matter their role. Even site updates require GitHub and some basic knowledge of coding, for example.

But, of course, you may know that already. I wrote about it a year ago, when I joined PostHog. Back then, my coding knowledge was limited to just a smattering of HTML.

Not anymore. PostHog is still unlikely to consider me a good candidate for an engineering role, but I’m much more confident with code. GitHub is no longer foreign ground and yesterday I juggled React, Javascript and HTML in a way which mostly worked!

In my previous post I wrote about the three principles that set me up for success, but now it’s time to reflect on what’s helped me succeed since.

Having unrealistic goals

In my last post I said it was important to set realistic limits and that’s true, at the start.

However, it’s also been important to follow less grounded ideas. One example is the ShuffleHog — an idea I had for a hackathon project which is essentially a shuffle button to help you discover new insights. I thought ShuffleHog was a fun idea, but nobody else latched on to it.

If I’d stuck to realistic limits, that would be the end of it. I can’t build a product feature on my own, can I?

It turns out that I can. Late last year I made a ShuffleHog prototype on Twitter, coded in Tracery. That lasted until Marius added the ability to make front-end apps in PostHog last week. 24 hours later, ShuffleHog now lives inside PostHog as a beta feature that can suggest random query ideas.

ShuffleHog - AKA PostHog's Best Feature

ShuffleHog still isn’t quite ready for other users to try yet, but who knows? Maybe I’ll keep following this dream.

(Keep) making mistakes

One thing that hasn’t changed over the last 12 months is the importance of making mistakes — and I should know. I make a lot of them.

The reason mistakes are so important is, I think, because coding isn’t a prescriptive discipline. There’s no single correct way to code or write, so it’s more valuable to know why something broke than how it ‘should’ be done.

Breaking things is a great way to learn about how to fix them. PostHog recently rebranded plugins to apps and, as part of that, we launched a new apps library. I broke a bunch of things while working on that project — but that's OK because I managed to fix most of them (with occasional help from Eli) and carried those lessons over to the ShuffleHog project.

Take it offline

Something I’ve loved about becoming more confident with code is that I’ve been able to follow this passion outside of work. This creates a feedback loop where I get even more excited about what I’m learning and what I’m able to do, so I bring that energy back into work…where I also learn and do more. It’s very satisfying.

Joe's Open Source Arcade

The experience I’ve had with GitHub, for example, ended up being the catalyst for me to build my own arcade emulation machine at home because I now had the skills to fork and tweak certain repos. Likewise, spending time in the world of open-source software led to me playing around with a lot of Raspberry Pi sensors at home.

These may be small projects, but they’re a million miles away from where I was before PostHog — and I’m excited to see how much farther working with code will push me to go!

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